{"id":"W4415878773","doi":"10.1177/02762366251392813","title":"A Descriptive Analysis of Imagination Content","year":2025,"lang":"en","type":"article","venue":"Imagination Cognition and Personality","topic":"Creativity in Education and Neuroscience","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Content (measure theory); CLARITY; Perspective (graphical); Mental image; Content analysis; Descriptive statistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004372837,0.0004376666,0.0004592035,0.005947414,0.0008109481,0.001700807,0.0005802418,0.0003540007,0.008033899],"category_scores_gemma":[0.02696943,0.0002308806,0.000426773,0.004028919,0.001192517,0.001271544,0.001496395,0.0008750879,0.001205444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001186021,"about_ca_system_score_gemma":0.001004207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00140519,"about_ca_topic_score_gemma":0.001979625,"domain_scores_codex":[0.9977028,0.0006339247,0.0004041505,0.0002190179,0.0007792597,0.00026083],"domain_scores_gemma":[0.9628187,0.02426582,0.003466771,0.001480197,0.007168775,0.0007998261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001268518,0.0007256718,0.4622546,0.003089192,0.0001162956,0.001326806,0.2584181,0.0008538276,0.01514961,0.01331932,0.01787825,0.2255998],"study_design_scores_gemma":[0.0000389879,0.0007106322,0.6954199,0.0008805391,0.00005895212,0.001853927,0.2145203,0.001390529,0.006571284,0.005086621,0.07334816,0.0001201455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.962463,0.0002632132,0.004102211,0.0003179005,0.00003796925,0.001004708,0.01321461,0.000105249,0.01849124],"genre_scores_gemma":[0.9681409,0.000499855,0.009297037,0.00019026,0.00004990091,0.00359914,0.0119667,0.0001030601,0.006153188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008033899,"threshold_uncertainty_score":0.02687609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08878535141748745,"score_gpt":0.4049306807144517,"score_spread":0.3161453292969642,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}